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Energy management_Kit_Team5_VITHACKATHON

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by sajju dot icon Updated: Jan 9, 2022

Solution Kit Solution Kit  

The kit was used to make an application which can be used by energy management professionals using the provided dataset. we have used this kit to design and train a model to predict the total output Power of the Solar Power Plant by using an Artificial Neural Networks. This is kit consist of the libraries which can be used for the ML model

LIBRARIES USED

tensorflowby tensorflow

C++ doticonstar image 175017 doticonVersion:v2.13.0-rc0doticon
License: Permissive (Apache-2.0)

An Open Source Machine Learning Framework for Everyone

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            tensorflowby tensorflow

            C++ doticon star image 175017 doticonVersion:v2.13.0-rc0doticon License: Permissive (Apache-2.0)

            An Open Source Machine Learning Framework for Everyone
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                      pandasby pandas-dev

                      Python doticonstar image 38499 doticonVersion:v2.0.2doticon
                      License: Permissive (BSD-3-Clause)

                      Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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                                pandasby pandas-dev

                                Python doticon star image 38499 doticonVersion:v2.0.2doticon License: Permissive (BSD-3-Clause)

                                Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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                                          numpyby numpy

                                          Python doticonstar image 23587 doticonVersion:v1.24.3doticon
                                          License: Permissive (BSD-3-Clause)

                                          The fundamental package for scientific computing with Python.

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                                                    numpyby numpy

                                                    Python doticon star image 23587 doticonVersion:v1.24.3doticon License: Permissive (BSD-3-Clause)

                                                    The fundamental package for scientific computing with Python.
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                                                              seabornby mwaskom

                                                              Python doticonstar image 10737 doticonVersion:v0.12.2doticon
                                                              License: Permissive (BSD-3-Clause)

                                                              Statistical data visualization in Python

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                                                                        seabornby mwaskom

                                                                        Python doticon star image 10737 doticonVersion:v0.12.2doticon License: Permissive (BSD-3-Clause)

                                                                        Statistical data visualization in Python
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                                                                                  auto-sklearnby automl

                                                                                  Python doticonstar image 6954 doticonVersion:v0.15.0doticon
                                                                                  License: Permissive (BSD-3-Clause)

                                                                                  Automated Machine Learning with scikit-learn

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                                                                                            auto-sklearnby automl

                                                                                            Python doticon star image 6954 doticonVersion:v0.15.0doticon License: Permissive (BSD-3-Clause)

                                                                                            Automated Machine Learning with scikit-learn
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                                                                                                      matplot-well-logby g2boojum

                                                                                                      Python doticonstar image 23 doticonVersion:Currentdoticon
                                                                                                      License: Permissive (MIT)

                                                                                                      Simple well log plotting using Python and matplotlib

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                                                                                                                matplot-well-logby g2boojum

                                                                                                                Python doticon star image 23 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                Simple well log plotting using Python and matplotlib
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                                                                                                                          Kit Solution Source

                                                                                                                          solar_power_predictionby Raagulbharatwaj

                                                                                                                          Jupyter Notebook doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                          no licences License: No License (null)

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                                                                                                                                    solar_power_predictionby Raagulbharatwaj

                                                                                                                                    Jupyter Notebook doticon star image 0 doticonVersion:Currentdoticonno licences License: No License

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